Basic Statistics

Raw Counts

Name Value
Rows 34,936
Columns 36
Discrete columns 19
Continuous columns 17
All missing columns 0
Missing observations 0
Complete Rows 34,936
Total observations 1,257,696
Memory allocation 16.6 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 8 columns ignored with more than 50 categories.
## country: 167 categories
## country_long: 167 categories
## name: 34528 categories
## gppd_idnr: 34936 categories
## owner: 10145 categories
## source: 867 categories
## url: 4871 categories
## wepp_id: 15264 categories

QQ Plot

Correlation Analysis

## 9 features with more than 20 categories ignored!
## country: 167 categories
## country_long: 167 categories
## name: 34528 categories
## gppd_idnr: 34936 categories
## owner: 10145 categories
## source: 867 categories
## url: 4871 categories
## geolocation_source: 29 categories
## wepp_id: 15264 categories

Principal Component Analysis

## 8 features with more than 50 categories ignored!
## country: 167 categories
## country_long: 167 categories
## name: 34528 categories
## gppd_idnr: 34936 categories
## owner: 10145 categories
## source: 867 categories
## url: 4871 categories
## wepp_id: 15264 categories